- Wang S., Minku L. L., and Yao X., A Systematic Study of Online Class Imbalance Learning With Concept Drift, IEEE Transactions on Neural Networks and Learning Systems, In Press, 2018, IEEE. [h5-index = 87, ranked 5th in top publications of Artificial Intelligence, Impact Factor = 7.982].
- Abdallah F., Basurra S., and Gaber M. M., A Non-intrusive Heuristic for Energy Messaging Intervention Modelled using a Novel Agent-based Approach, IEEE Access, 2018, IEEE press. [h5-index = 57, Impact Factor = 3.557].
- Ghomeshi H., Gaber M. M., and Kovalchuk Y., EACD: Evolutionary Adaptation to Concept Drifts in Data Streams, Data Mining and Knowledge Discovery, Springer-Verlag, in press. [h5-index = 35, ranked 9th in top publications of Data Mining & Analysis,Impact Factor = 2.481].
- Hussein A., Elyan E., Gaber M. M.,and Jayne C., Deep Imitation Learning for 3D Navigation Tasks, Neural Computing and Applications, April 2018, Volume 29, Issue 7, pp. 389-404, Springer. [h5-index = 44, ranked 19th in top publications of Artificial Intelligence,Impact Factor = 4.213].
- Le T., Stahl F., Gaber M. M., Gomes J. B., and Di Fatta G., On Expressiveness and Uncertainty Awareness in Rule-based Classification for Data Streams, Neurocomputing, Volume 265, 22 November 2017, pp. 127–141, Elsevier. [h5-index = 61, ranked 12th in top publications of Artificial Intelligence, Impact Factor = 3.241]
- Elyan E., and Gaber M. M., A Genetic Algorithm Approach to Optimising Random Forests Applied to Class Engineered Data, Information Sciences, Volume 384, April 2017, pp. 220-234, Elsevier. [h5-index = 82, ranked 5th in top publications of Engineering & Computer Science (general), Impact Factor = 4.305].
- Abdelsamea M. M., Gnecco G., and Gaber M. M., A SOM-based Chan-Vese Model for Unsupervised Image Segmentation, Soft Computing, April 2017, Volume 21, Issue 8, pp 2047?-2067, Springer. [h5-index = 34, ranked 4th in top publications of Evolutionary Computation, and 6th in top publications of Fuzzy Systems, Impact Factor = 2.367]
- Abdelsamea M. M., Gnecco G., and Gaber M. M., An Efficient Self Organizing Active Contour Model for Image Segmentation, Neurocomputing, Volume 149, Part B, 3 February 2015, pp. 820?-835, Elsevier. [h5-index = 61, ranked 12th in top publications of Artificial Intelligence, Impact Factor = 3.241]
- Azad R. M, Ryan C. A simple approach to lifetime learning in genetic programming-based symbolic regression. Evolutionary computation. 2014 June; 22 (2):287-317. [h5-index = 20, ranked 8th in top publications of Evolutionary Computation, Impact Factor = 2.388]
- Lane F., Azad R. M. A., Ryan C., DICE: exploiting all bivariate dependencies in binary and multary search spaces, Memetic Computing, Springer. 2017. [h5-index = 14, ranked 17th in top publications of Evolutionary Computation, Impact Factor = 1.925]
- Kovalchuk Y., Stewart R., Broadbent M., Hubbard T., and Dobson R., Analysis of Diagnoses Extracted from Electronic Health Records in a Large Mental Health Case Register, PLOS ONE (2017). [h5-index = 171, Impact Factor = 2.806]
- Crichton S., Barrat B., Spiridou A., Hoang U., Liang S. F., Kovalchuk Y., Beevers S., Kelly F., Delaney B., and Wolfe C., Associations between Exhaust and Non-exhaust Particulate Matter and Stroke Incidence by Stroke Subtype in South London, Science of the Total Environment Journal, Elsevier (2016). [h5-index = 87, Impact Factor = 4.610]
- Liang S. F., Taweel A., Miles S., Kovalchuk Y., Spiridou A., Barratt B., Hoang U., Crichton S., Delaney B.C., Wolfe C., Semi Automated Transformation to OWL Formatted Files as an Approach to Data Integration: A Feasibility Study Using Environmental, Disease Register & Primary Care Clinical Data, Methods of Information in Medicine 53,4 (2015). [h5-index = 21, Impact Factor = 1.5]
- Basurra S. S., Vos M. D., Padget J., Ji Y., Lewis T., Energy efficient zone based routing protocol for MANETs. Ad Hoc Networks 25: 16-37 (2015) [h5-index = 48, ranked 19th in top publications of Computer Networks & Wireless Communication,Impact Factor = 3.151]
- Fouad S, Randell D, Galton A, Mehanna H, Landini G. Unsupervised morphological segmentation of tissue compartments in histopathological images. PloS one. 2017 Nov 30;12(11):e0188717. [h5-index = 171, Impact Factor = 2.806]
- Alahmadi HH, Shen Y, Fouad S, Luft CD, Bentham P, Kourtzi Z, Tino P. Classifying cognitive profiles using machine learning with privileged information in mild cognitive impairment. Frontiers in computational neuroscience. 2016 Nov 17;10:117. [h5-index = 37, Impact Factor = 2.073]
- Abdallah Z. S., Gaber M. M., Srinivasan B., and Krishnaswamy S., Adaptive Mobile Activity Recognition System with Evolving Data Stream, Neurocomputing, Volume 150, Part A, 20 February 2015, pp. 304?-317, Elsevier. [h5-index = 61, ranked 12th in top publications of Artificial Intelligence, Impact Factor = 3.241]
- Abdallah Z. S., Carman M., and Haffari G., Multi-domain evaluation framework for named entity recognition tools, Computer Speech & Language, Volume 43, May 2017, pp. 34-55, Elsevier [h5-index = 28, ranked 11th in top publications of Computational Linguistics, Impact Factor = 1.776]
- Adedoyin-Olowe M., Gaber M. M., Martin-Dancausa C., Stahl F., and Gomes J. B., A Rule Dynamics Approach to Event Detection in Twitter with Its Application to Sports and Politics, Expert Systems with Applications, Volume 55, 15 August 2016, pp. 351-360, Elsevier. [h5-index = 92, ranked 3rd in top publications of Artificial Intelligence, Impact Factor = 3.768]
- Wang S., Minku L. L., and Yao X., Resampling-Based Ensemble Methods for Online Class Imbalance Learning, IEEE Transactions on Knowledge and Data Engineering, Volume 27, May 2015, pp. 1356-1368, IEEE. [h5-index = 77, ranked 2nd in top publications of Data Mining & Analysis, Impact Factor = 2.775]